Local Leads
“Every dentist in Austin” with website, phone and socials, from open data.
under 5 runs so farWorked: not enough data yetneeds 20 runs from 3 people
Built by Modpack on Overture PlacesOpen-source project (CDLA-Permissive-2.0). Fixes we make go back upstream.
People ask
$0.02per up to 300 places
$5 to start, about 250 up to 300 placesAdd to ClaudeLink didn’t open?
Answer · from the pack’s docs and checks
Where does the data come from?
From Overture Maps Places, an open dataset of about 70 million places. It doesn't scrape Google Maps.
Pack docsPeople ask
Sample result
Dentists in Austin, TX · first 20 places16places found
14with website
15with phone
14with socials
NameCategoryPhoneWebsiteSocials
Barton Creek Family DentalCategoryDentistPhone(512) 555-0108Websitebartoncreekfamilydental.example.comSocials–
Bright Smile Dental StudioCategoryDentistPhone(512) 555-0101Websitebrightsmiledentalstudio.example.comSocialsInstagram, Facebook
Little Armadillo Pediatric DentistryCategoryPediatric dentistPhone(512) 555-0114Websitelittlearmadillopediatricdentistry.example.comSocialsYelp
Zilker Park DentalCategoryDentistPhone(512) 555-0107Websitezilkerparkdental.example.comSocialsFacebook
Bluebonnet Dental GroupCategoryDentistPhone(512) 555-0103Websitebluebonnetdentalgroup.example.comSocialsFacebook, Instagram
Luminous Cosmetic DentistryCategoryCosmetic dentistPhone(512) 555-0116Websiteluminouscosmeticdentistry.example.comSocialsInstagram
Lamar Family DentistryCategoryDentistPhone–Websitelamarfamilydentistry.example.comSocialsFacebook
Straight Path OrthodonticsCategoryOrthodontistPhone(512) 555-0112Website–Socials–
TOP FIX2 of 16 places have no website. Useful for outreach that offers websites; the phone or social links are the way to reach them.
What people use it for
summarized from under 5 runs this week$0.02typical cost per run
8 weeks agothis week
What changed
Facts and evidence
- Rebuilt from scratchSep 29
- Checks passedSep 29
- Works with
- Claude Code
- Needs
- Nothing to connect
- Time
- About 30 s for a up to 300 places
- Cost
- $0.02 per up to 300 places · $0.02 per first 20 places. You pay from your Modpack balance, only when a run works.
- Worked
- Not enough data yet (a rate shows after 20 runs from 3 people in 30 days)
- Median run
- 30 s in the last 30 days
- Limits
- US places only. The search area is a box around the Census Bureau's center point for the city, sized from its land area (5 to 45 km from the center). Nearby suburbs can appear, and the far edges of very large cities can be missed. Places across a state line are left out. Open data can be out of date or incomplete: a listing can be missing, closed or have an old phone number. Overture's confidence score says how sure it is that a place exists; places under the chosen floor (0.5 by default) and places marked closed are left out. About 200 kinds of business map to Overture categories. Anything else is matched by business name, which misses places whose names don't contain the words. No e-mail addresses are included, no business websites are visited and no map services are scraped: everything comes from the open dataset. The open-data path needs DuckDB and its httpfs extension preinstalled in the runtime image (the sandbox can't download extensions). Without them the run stops with a clear error and isn't charged. Attribution: contains data from Overture Maps Foundation (CDLA-Permissive-2.0), including © OpenStreetMap contributors. Every result and the map file carry this line.
- Version
- v1.0.0 · Sep 28 · new versions pass the same checks first
- Last verified
- Sep 29
Related packs
How it works
- 01Add to ClaudeOnce. Then it’s in Claude on web, desktop and phone.
- 02Ask in your words“Use Modpack’s Local Leads pack: Find every dentist in Austin, TX”
- 03Get the resultRight in the chat, with the details and files.